Malware detection on mobile devices

Proceedings - IEEE International Conference on Mobile Data Management

Volumn , Issue , 2010, Pages 289-290

  Shabtai, Asaf ^a  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

Android; Machine learning; Malware; Mobile devices; Security; SELinux

Indexed keywords

APPLICATION FILES; HOST-BASED INTRUSION DETECTION; MACHINE LEARNING; MALWARE DETECTION; MALWARES;

COMPUTER CRIME; LEARNING SYSTEMS; MOBILE DEVICES; MOBILE TELECOMMUNICATION SYSTEMS; PORTABLE EQUIPMENT; ROBOTS;

INTRUSION DETECTION;

EID: 77955205556     PISSN: 15516245     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MDM.2010.28     Document Type: Conference Paper

References (8)

1. A. Shabtai, Y. Fledel, U. Kanonov, Y. Elovici, S. Dolev, "Google Android: A State-of-the-Art Review of Security Mechanisms", CoRR abs/0912.5101, 2009.
2. A. Shabtai, et al. "Google Android: A Comprehensive Security Assessment," IEEE Security and Privacy Magazine, http://doi. ieeecomputersociety.org/10.1109/MSP.2010.2.
3. A. Shabtai, Y. Wiess, U. Kanonov, Y. Elovici, C. Glezer, "Andromaly: An Anomaly Detection Framework for Android Devices," submitted pending revision to Computer & Security.
4. A. Shabtai, U. Kanonov, and Y. Elovici, "Detection, Alert and Response to Malicious Behavior in Mobile Devices: Knowledge-Based Approach," RAID, 2009.
5. A. Shabtai, U. Kanonov, Y. Elovici, "Intrusion Detection on Mobile Devices Using the Knowledge Based Temporal-Abstraction Method", submitted pending revision to Journal of systems and Software.
6. A. Shabtai, Y. Fledel, Y. Elovici, and Y. Shahar, "Using the KBTA Method for Inferring Computer and Network Security Alerts from Timestamped, Raw System Metrics," Journal in Computer Virology, 8(3): 267-298, 2009.
7. A. Shabtai, Y. Fledel, Y. Elovici, "Securing Android-Powered Mobile Devices Using SELinux", IEEE Security and Privacy, http://doi. ieeecomputersociety.org/10.1109/MSP.2009.144
8. A. Shabtai, Y. Fledel, Y. Elovici "Detecting Malicious Applications on Android by Applying Machine Learning Classifiers to Static Features," (Poster) ACSAC, 2009.